{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Airline Sentiment Analysis"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Analyze how travelers in February 2015 expressed their feelings on Twitter\n",
    "\n",
    "https://www.kaggle.com/crowdflower/twitter-airline-sentiment\n",
    "\n",
    "\n",
    "The main aim of this project is to demonstrate the basics of Natural Language Processing(NLP).\n",
    "\n",
    "We will follow the steps mentioned below:\n",
    "\n",
    "1. Data Loading\n",
    "2. Exploratory Data Analysis\n",
    "3. Data Preprocessing\n",
    "    - Convert sentence into lower case\n",
    "    - Remove Stop Words\n",
    "    - Stemming or Lemmatization\n",
    "4. Data Preparation\n",
    "    - Train Test Split\n",
    "    - Text to numerical vector using Bag of Words\n",
    "5. Training and Evaluation\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 1. Loading the Data\n",
    "\n",
    "Let's first have a look at the dataset and understand the size, attribute names etc."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "import warnings\n",
    "warnings.filterwarnings('ignore')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "_cell_guid": "ceee4bc5-5a14-c005-2c2a-7c879c3fa0ec"
   },
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "import seaborn as sns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "_cell_guid": "17a6b9e2-26da-b492-2107-73611e20d9c4",
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>tweet_id</th>\n",
       "      <th>airline_sentiment</th>\n",
       "      <th>airline_sentiment_confidence</th>\n",
       "      <th>negativereason</th>\n",
       "      <th>negativereason_confidence</th>\n",
       "      <th>airline</th>\n",
       "      <th>airline_sentiment_gold</th>\n",
       "      <th>name</th>\n",
       "      <th>negativereason_gold</th>\n",
       "      <th>retweet_count</th>\n",
       "      <th>text</th>\n",
       "      <th>tweet_coord</th>\n",
       "      <th>tweet_created</th>\n",
       "      <th>tweet_location</th>\n",
       "      <th>user_timezone</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>570306133677760513</td>\n",
       "      <td>neutral</td>\n",
       "      <td>1.0000</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Virgin America</td>\n",
       "      <td>NaN</td>\n",
       "      <td>cairdin</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>@VirginAmerica What @dhepburn said.</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2015-02-24 11:35:52 -0800</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Eastern Time (US &amp; Canada)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>570301130888122368</td>\n",
       "      <td>positive</td>\n",
       "      <td>0.3486</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>Virgin America</td>\n",
       "      <td>NaN</td>\n",
       "      <td>jnardino</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>@VirginAmerica plus you've added commercials t...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2015-02-24 11:15:59 -0800</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Pacific Time (US &amp; Canada)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>570301083672813571</td>\n",
       "      <td>neutral</td>\n",
       "      <td>0.6837</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Virgin America</td>\n",
       "      <td>NaN</td>\n",
       "      <td>yvonnalynn</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>@VirginAmerica I didn't today... Must mean I n...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2015-02-24 11:15:48 -0800</td>\n",
       "      <td>Lets Play</td>\n",
       "      <td>Central Time (US &amp; Canada)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>570301031407624196</td>\n",
       "      <td>negative</td>\n",
       "      <td>1.0000</td>\n",
       "      <td>Bad Flight</td>\n",
       "      <td>0.7033</td>\n",
       "      <td>Virgin America</td>\n",
       "      <td>NaN</td>\n",
       "      <td>jnardino</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>@VirginAmerica it's really aggressive to blast...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2015-02-24 11:15:36 -0800</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Pacific Time (US &amp; Canada)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>570300817074462722</td>\n",
       "      <td>negative</td>\n",
       "      <td>1.0000</td>\n",
       "      <td>Can't Tell</td>\n",
       "      <td>1.0000</td>\n",
       "      <td>Virgin America</td>\n",
       "      <td>NaN</td>\n",
       "      <td>jnardino</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>@VirginAmerica and it's a really big bad thing...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2015-02-24 11:14:45 -0800</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Pacific Time (US &amp; Canada)</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "             tweet_id airline_sentiment  airline_sentiment_confidence  \\\n",
       "0  570306133677760513           neutral                        1.0000   \n",
       "1  570301130888122368          positive                        0.3486   \n",
       "2  570301083672813571           neutral                        0.6837   \n",
       "3  570301031407624196          negative                        1.0000   \n",
       "4  570300817074462722          negative                        1.0000   \n",
       "\n",
       "  negativereason  negativereason_confidence         airline  \\\n",
       "0            NaN                        NaN  Virgin America   \n",
       "1            NaN                     0.0000  Virgin America   \n",
       "2            NaN                        NaN  Virgin America   \n",
       "3     Bad Flight                     0.7033  Virgin America   \n",
       "4     Can't Tell                     1.0000  Virgin America   \n",
       "\n",
       "  airline_sentiment_gold        name negativereason_gold  retweet_count  \\\n",
       "0                    NaN     cairdin                 NaN              0   \n",
       "1                    NaN    jnardino                 NaN              0   \n",
       "2                    NaN  yvonnalynn                 NaN              0   \n",
       "3                    NaN    jnardino                 NaN              0   \n",
       "4                    NaN    jnardino                 NaN              0   \n",
       "\n",
       "                                                text tweet_coord  \\\n",
       "0                @VirginAmerica What @dhepburn said.         NaN   \n",
       "1  @VirginAmerica plus you've added commercials t...         NaN   \n",
       "2  @VirginAmerica I didn't today... Must mean I n...         NaN   \n",
       "3  @VirginAmerica it's really aggressive to blast...         NaN   \n",
       "4  @VirginAmerica and it's a really big bad thing...         NaN   \n",
       "\n",
       "               tweet_created tweet_location               user_timezone  \n",
       "0  2015-02-24 11:35:52 -0800            NaN  Eastern Time (US & Canada)  \n",
       "1  2015-02-24 11:15:59 -0800            NaN  Pacific Time (US & Canada)  \n",
       "2  2015-02-24 11:15:48 -0800      Lets Play  Central Time (US & Canada)  \n",
       "3  2015-02-24 11:15:36 -0800            NaN  Pacific Time (US & Canada)  \n",
       "4  2015-02-24 11:14:45 -0800            NaN  Pacific Time (US & Canada)  "
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "tweet_df= pd.read_csv(\"data/Tweets.csv\")\n",
    "\n",
    "tweet_df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['tweet_id', 'airline_sentiment', 'airline_sentiment_confidence',\n",
       "       'negativereason', 'negativereason_confidence', 'airline',\n",
       "       'airline_sentiment_gold', 'name', 'negativereason_gold',\n",
       "       'retweet_count', 'text', 'tweet_coord', 'tweet_created',\n",
       "       'tweet_location', 'user_timezone'],\n",
       "      dtype='object')"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "tweet_df.columns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "_cell_guid": "02459725-4a93-1add-631a-ed62688ea95d"
   },
   "outputs": [],
   "source": [
    "# Since we want to implement sentiment analyser, we will consider only three columns\n",
    "# 'airline_sentiment', 'airline', 'text'\n",
    "\n",
    "\n",
    "tweet_df = tweet_df.loc[:, ['airline_sentiment', 'airline', 'text']]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 2. Exploratory Data Analysis"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>airline_sentiment</th>\n",
       "      <th>airline</th>\n",
       "      <th>text</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>neutral</td>\n",
       "      <td>Virgin America</td>\n",
       "      <td>@VirginAmerica What @dhepburn said.</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>positive</td>\n",
       "      <td>Virgin America</td>\n",
       "      <td>@VirginAmerica plus you've added commercials t...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>neutral</td>\n",
       "      <td>Virgin America</td>\n",
       "      <td>@VirginAmerica I didn't today... Must mean I n...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>negative</td>\n",
       "      <td>Virgin America</td>\n",
       "      <td>@VirginAmerica it's really aggressive to blast...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>negative</td>\n",
       "      <td>Virgin America</td>\n",
       "      <td>@VirginAmerica and it's a really big bad thing...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  airline_sentiment         airline  \\\n",
       "0           neutral  Virgin America   \n",
       "1          positive  Virgin America   \n",
       "2           neutral  Virgin America   \n",
       "3          negative  Virgin America   \n",
       "4          negative  Virgin America   \n",
       "\n",
       "                                                text  \n",
       "0                @VirginAmerica What @dhepburn said.  \n",
       "1  @VirginAmerica plus you've added commercials t...  \n",
       "2  @VirginAmerica I didn't today... Must mean I n...  \n",
       "3  @VirginAmerica it's really aggressive to blast...  \n",
       "4  @VirginAmerica and it's a really big bad thing...  "
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "tweet_df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(14640, 3)"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "tweet_df.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "_cell_guid": "7ca65411-7851-0c5c-8aac-82993bef6f86"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "negative    9178\n",
       "neutral     3099\n",
       "positive    2363\n",
       "Name: airline_sentiment, dtype: int64"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "tweet_df['airline_sentiment'].value_counts()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "_cell_guid": "9027fd16-e6b1-4cae-a157-6e305bdd32c4",
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:xlabel='airline_sentiment', ylabel='count'>"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "sns.countplot(x='airline_sentiment', data=tweet_df)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "_cell_guid": "27360b97-9c15-22c5-17d6-4d46c4e2b3ee",
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "United            3822\n",
       "US Airways        2913\n",
       "American          2759\n",
       "Southwest         2420\n",
       "Delta             2222\n",
       "Virgin America     504\n",
       "Name: airline, dtype: int64"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "tweet_df['airline'].value_counts()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:xlabel='airline', ylabel='count'>"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "sns.countplot(x='airline', data=tweet_df)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:xlabel='airline_sentiment', ylabel='count'>"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "sns.countplot(x='airline_sentiment', hue='airline', data=tweet_df)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "_cell_guid": "7eab4da0-8763-db73-bf1c-54ac2373edf3"
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x864 with 6 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "def plot_sub_sentiment(Airline):\n",
    "    df = tweet_df.loc[tweet_df['airline']==Airline, :]\n",
    "    sns.countplot(x='airline_sentiment', order=['neutral', 'positive', 'negative'], data=df)\n",
    "    plt.title(Airline)\n",
    "\n",
    "plt.figure(1,figsize=(12, 12))\n",
    "plt.subplots_adjust(hspace=0.4, wspace=0.7)\n",
    "\n",
    "plt.subplot(2, 3, 1)\n",
    "plot_sub_sentiment('US Airways')\n",
    "\n",
    "plt.subplot(2, 3, 2)\n",
    "plot_sub_sentiment('United')\n",
    "\n",
    "plt.subplot(2, 3, 3)\n",
    "plot_sub_sentiment('American')\n",
    "\n",
    "plt.subplot(2, 3, 4)\n",
    "plot_sub_sentiment('Southwest')\n",
    "\n",
    "plt.subplot(2, 3, 5)\n",
    "plot_sub_sentiment('Delta')\n",
    "\n",
    "plt.subplot(2, 3, 6)\n",
    "plot_sub_sentiment('Virgin America')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "_cell_guid": "f0de5c44-2d3d-6bea-636f-cddfdd8f2694"
   },
   "source": [
    "From the above plots one can find that the distribution of sentiment for the first three airlines are always skewed toward negative. On contrary, the sentiment are distributed more balanced with the later three airline companies. "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "_cell_guid": "23b2f0f0-d3ee-014c-d939-51c1b7ca291f"
   },
   "source": [
    "#### Word Cloud for the negative Tweets"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "# !pip install wordcloud"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "_cell_guid": "64563b0f-0ca4-7527-c393-3f4ef456fd70",
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "from wordcloud import WordCloud, STOPWORDS"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>airline_sentiment</th>\n",
       "      <th>airline</th>\n",
       "      <th>text</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>negative</td>\n",
       "      <td>Virgin America</td>\n",
       "      <td>@VirginAmerica it's really aggressive to blast...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>negative</td>\n",
       "      <td>Virgin America</td>\n",
       "      <td>@VirginAmerica and it's a really big bad thing...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>negative</td>\n",
       "      <td>Virgin America</td>\n",
       "      <td>@VirginAmerica seriously would pay $30 a fligh...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>negative</td>\n",
       "      <td>Virgin America</td>\n",
       "      <td>@VirginAmerica SFO-PDX schedule is still MIA.</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>negative</td>\n",
       "      <td>Virgin America</td>\n",
       "      <td>@VirginAmerica  I flew from NYC to SFO last we...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   airline_sentiment         airline  \\\n",
       "3           negative  Virgin America   \n",
       "4           negative  Virgin America   \n",
       "5           negative  Virgin America   \n",
       "15          negative  Virgin America   \n",
       "17          negative  Virgin America   \n",
       "\n",
       "                                                 text  \n",
       "3   @VirginAmerica it's really aggressive to blast...  \n",
       "4   @VirginAmerica and it's a really big bad thing...  \n",
       "5   @VirginAmerica seriously would pay $30 a fligh...  \n",
       "15      @VirginAmerica SFO-PDX schedule is still MIA.  \n",
       "17  @VirginAmerica  I flew from NYC to SFO last we...  "
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = tweet_df.loc[tweet_df['airline_sentiment']=='negative', :]\n",
    "\n",
    "df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "negative    9178\n",
       "Name: airline_sentiment, dtype: int64"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df['airline_sentiment'].value_counts()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "@VirginAmerica it's really aggressive to blast obnoxious \"entertainment\" in your guests' faces &amp; they have little recourse @VirginAmerica and it's a really big bad thing about it @VirginAmerica seriously would pay $30 a flight for seats that didn't have this playing.\n",
      "it's really the only bad thing about flying VA @VirginAmerica SFO-PDX schedule is still MIA. @VirginAmerica  I flew from NYC to SFO last week and couldn't fully sit in my seat due to two large gentleman on either side of me. HELP! @VirginAmerica why are your first fares in May over three times more than other carriers when all seats are available to select??? @VirginAmerica you guys messed up my seating.. I reserved seating with my friends and you guys gave my seat away ... 😡 I want free internet @VirginAmerica status match program.  I applied and it's been three weeks.  Called and emailed with no response. @VirginAmerica What happened 2 ur vegan food options?! At least say on ur site so i know I won't be able 2 eat anything for next 6 hrs #fail @VirginAmerica amazing to me that we can't get any cold air from the vents. #VX358 #noair #worstflightever #roasted #SFOtoBOS @VirginAmerica hi! I just bked a cool birthday trip with you, but i can't add my elevate no. cause i entered my middle name during Flight Booking Problems 😢 @VirginAmerica help, left expensive headphones on flight 89 IAD to LAX today. Seat 2A. No one answering L&amp;F number at LAX! @VirginAmerica awaiting my return phone call, just would prefer to use your online self-service option :( @VirginAmerica Your chat support is not working on your site: http://t.co/vhp2GtDWPk @VirginAmerica Hey, first time flyer next week - excited! But I'm having a hard time getting my flights added to my Elevate account. Help? @VirginAmerica hi! i'm so excited about your $99 LGA-&gt;DAL deal- but i've been trying 2 book since last week &amp; the page never loads. thx! @VirginAmerica I called a 3-4 weeks ago about adding 3 flights from 2014 to my Elevate..\n"
     ]
    }
   ],
   "source": [
    "words = ' '.join(df['text'])\n",
    "\n",
    "print(words[:2000])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {
    "_cell_guid": "94dd7465-b077-8afc-67ab-00a96f9f2e2e"
   },
   "outputs": [],
   "source": [
    "df = tweet_df.loc[tweet_df['airline_sentiment']=='negative', :]\n",
    "\n",
    "words = ' '.join(df['text'])\n",
    "\n",
    "cleaned_word = \" \".join([word for word in words.split()\n",
    "                            if 'http' not in word\n",
    "                                and not word.startswith('@')\n",
    "                                and word != 'RT'\n",
    "                            ])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {
    "_cell_guid": "5f91e201-b4ed-90af-ac74-c538a8bac9a1"
   },
   "outputs": [],
   "source": [
    "wordcloud = WordCloud(stopwords=STOPWORDS,\n",
    "                      background_color='black',\n",
    "                      width=1600,\n",
    "                      height=800\n",
    "                     ).generate(cleaned_word)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {
    "_cell_guid": "5c8fb0b3-583b-4007-1dae-b07f46107f66",
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 2160x1440 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(1,figsize=(30,20))\n",
    "plt.imshow(wordcloud)\n",
    "plt.axis('off')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "_cell_guid": "0e785887-7181-bb00-9a61-d90a16771d8e"
   },
   "source": [
    "**We can find that the Tweets with negative sentiment frequently involved some words like cancelled, flight ,customer or hour. People might guess that customer tends to complain when they are waiting for the delayed flights.**"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "_cell_guid": "c619b27d-0354-5143-b4d0-a6c87fd7b07b"
   },
   "source": [
    "## 3. Data Preprocessing"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "_cell_guid": "10e800f5-21eb-0a9d-2217-e4e28b9d67ed"
   },
   "source": [
    "**Our data exploration ends here. The next step will be preprocess the data in order to make the learning process more smooth.**\n",
    "\n",
    "Preprocessing steps:\n",
    "- Removing special characters\n",
    "- Convert sentence into lower case\n",
    "- Remove Stop Words\n",
    "- Stemming or Lemmatization\n",
    "    \n",
    " "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [],
   "source": [
    "# !pip install nltk"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [],
   "source": [
    "# import nltk\n",
    "# nltk.download('stopwords')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "_cell_guid": "eef2d024-251b-11f5-cc5e-8d3d54e08731"
   },
   "outputs": [],
   "source": [
    "import re\n",
    "import nltk\n",
    "from nltk.tokenize import word_tokenize\n",
    "from nltk.corpus import stopwords\n",
    "from nltk.stem.porter import PorterStemmer\n",
    "from nltk.stem import WordNetLemmatizer"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "## initialise the inbuilt Stemmer\n",
    "stemmer = PorterStemmer()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [],
   "source": [
    "# # We can also use Lemmatizer instead of Stemmer\n",
    "\n",
    "lemmatizer = WordNetLemmatizer()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [],
   "source": [
    "# initializing the lists\n",
    "\n",
    "clean_tweet_lst = []\n",
    "\n",
    "tweet_len_lst = []"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {
    "_cell_guid": "3651ce57-abe0-3bd7-c83f-2ea76d611f7e"
   },
   "outputs": [],
   "source": [
    "def preprocess(raw_tweet, flag):\n",
    "    # Removing special characters and digits\n",
    "    letters_only = re.sub(\"[^a-zA-Z]\", \" \",raw_tweet)\n",
    "    \n",
    "    # change sentence to lower case\n",
    "    letters_only = letters_only.lower()\n",
    "\n",
    "    # tokenize into words\n",
    "    words = letters_only.split()\n",
    "    \n",
    "    # remove stop words                \n",
    "    words = [w for w in words if not w in stopwords.words(\"english\")]\n",
    "    \n",
    "    #Stemming/Lemmatization\n",
    "    if(flag == 'stem'):\n",
    "        words = [stemmer.stem(word) for word in words]\n",
    "    else:\n",
    "        words = [lemmatizer.lemmatize(word) for word in words]\n",
    "    \n",
    "    clean_tweet_lst.append(\" \".join(words))\n",
    "    \n",
    "    tweet_len_lst.append(len(words))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Stemming makes sure that different variations of a word, say ‘warm’, warmer’, ‘warming’ and ‘warmed,’ are represented by a single token - ‘warm’, because they all represent the same information (represented by the 'stem' of the word)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [],
   "source": [
    "# !pip install tqdm"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [],
   "source": [
    "from tqdm import tqdm, tqdm_notebook\n",
    "\n",
    "tqdm.pandas()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {
    "_cell_guid": "d3321d7e-3c68-a64b-8312-aebab5e8ba00",
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|███████████████████████████████████████████████████████████████████████████| 14640/14640 [01:22<00:00, 176.98it/s]\n"
     ]
    }
   ],
   "source": [
    "clean_tweet_lst = []\n",
    "\n",
    "tweet_len_lst = []\n",
    "\n",
    "tweet_df['text'].progress_apply(lambda x: preprocess(x, 'stem'))\n",
    "\n",
    "tweet_df['clean_tweet_stem'] = clean_tweet_lst\n",
    "\n",
    "tweet_df['tweet_length_stem'] = tweet_len_lst"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>airline_sentiment</th>\n",
       "      <th>airline</th>\n",
       "      <th>text</th>\n",
       "      <th>clean_tweet_stem</th>\n",
       "      <th>tweet_length_stem</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>neutral</td>\n",
       "      <td>Virgin America</td>\n",
       "      <td>@VirginAmerica What @dhepburn said.</td>\n",
       "      <td>virginamerica dhepburn said</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>positive</td>\n",
       "      <td>Virgin America</td>\n",
       "      <td>@VirginAmerica plus you've added commercials t...</td>\n",
       "      <td>virginamerica plu ad commerci experi tacki</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>neutral</td>\n",
       "      <td>Virgin America</td>\n",
       "      <td>@VirginAmerica I didn't today... Must mean I n...</td>\n",
       "      <td>virginamerica today must mean need take anoth ...</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>negative</td>\n",
       "      <td>Virgin America</td>\n",
       "      <td>@VirginAmerica it's really aggressive to blast...</td>\n",
       "      <td>virginamerica realli aggress blast obnoxi ente...</td>\n",
       "      <td>11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>negative</td>\n",
       "      <td>Virgin America</td>\n",
       "      <td>@VirginAmerica and it's a really big bad thing...</td>\n",
       "      <td>virginamerica realli big bad thing</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  airline_sentiment         airline  \\\n",
       "0           neutral  Virgin America   \n",
       "1          positive  Virgin America   \n",
       "2           neutral  Virgin America   \n",
       "3          negative  Virgin America   \n",
       "4          negative  Virgin America   \n",
       "\n",
       "                                                text  \\\n",
       "0                @VirginAmerica What @dhepburn said.   \n",
       "1  @VirginAmerica plus you've added commercials t...   \n",
       "2  @VirginAmerica I didn't today... Must mean I n...   \n",
       "3  @VirginAmerica it's really aggressive to blast...   \n",
       "4  @VirginAmerica and it's a really big bad thing...   \n",
       "\n",
       "                                    clean_tweet_stem  tweet_length_stem  \n",
       "0                        virginamerica dhepburn said                  3  \n",
       "1         virginamerica plu ad commerci experi tacki                  6  \n",
       "2  virginamerica today must mean need take anoth ...                  8  \n",
       "3  virginamerica realli aggress blast obnoxi ente...                 11  \n",
       "4                 virginamerica realli big bad thing                  5  "
      ]
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "tweet_df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [],
   "source": [
    "# import nltk\n",
    "# nltk.download('wordnet')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|███████████████████████████████████████████████████████████████████████████| 14640/14640 [01:45<00:00, 138.74it/s]\n"
     ]
    }
   ],
   "source": [
    "clean_tweet_lst = []\n",
    "\n",
    "tweet_len_lst = []\n",
    "\n",
    "tweet_df['text'].progress_apply(lambda x: preprocess(x, 'lemma'))\n",
    "\n",
    "tweet_df['clean_tweet_lema'] = clean_tweet_lst\n",
    "\n",
    "tweet_df['tweet_length_lema'] = tweet_len_lst"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>airline_sentiment</th>\n",
       "      <th>airline</th>\n",
       "      <th>text</th>\n",
       "      <th>clean_tweet_stem</th>\n",
       "      <th>tweet_length_stem</th>\n",
       "      <th>clean_tweet_lema</th>\n",
       "      <th>tweet_length_lema</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>neutral</td>\n",
       "      <td>Virgin America</td>\n",
       "      <td>@VirginAmerica What @dhepburn said.</td>\n",
       "      <td>virginamerica dhepburn said</td>\n",
       "      <td>3</td>\n",
       "      <td>virginamerica dhepburn said</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>positive</td>\n",
       "      <td>Virgin America</td>\n",
       "      <td>@VirginAmerica plus you've added commercials t...</td>\n",
       "      <td>virginamerica plu ad commerci experi tacki</td>\n",
       "      <td>6</td>\n",
       "      <td>virginamerica plus added commercial experience...</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>neutral</td>\n",
       "      <td>Virgin America</td>\n",
       "      <td>@VirginAmerica I didn't today... Must mean I n...</td>\n",
       "      <td>virginamerica today must mean need take anoth ...</td>\n",
       "      <td>8</td>\n",
       "      <td>virginamerica today must mean need take anothe...</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>negative</td>\n",
       "      <td>Virgin America</td>\n",
       "      <td>@VirginAmerica it's really aggressive to blast...</td>\n",
       "      <td>virginamerica realli aggress blast obnoxi ente...</td>\n",
       "      <td>11</td>\n",
       "      <td>virginamerica really aggressive blast obnoxiou...</td>\n",
       "      <td>11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>negative</td>\n",
       "      <td>Virgin America</td>\n",
       "      <td>@VirginAmerica and it's a really big bad thing...</td>\n",
       "      <td>virginamerica realli big bad thing</td>\n",
       "      <td>5</td>\n",
       "      <td>virginamerica really big bad thing</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  airline_sentiment         airline  \\\n",
       "0           neutral  Virgin America   \n",
       "1          positive  Virgin America   \n",
       "2           neutral  Virgin America   \n",
       "3          negative  Virgin America   \n",
       "4          negative  Virgin America   \n",
       "\n",
       "                                                text  \\\n",
       "0                @VirginAmerica What @dhepburn said.   \n",
       "1  @VirginAmerica plus you've added commercials t...   \n",
       "2  @VirginAmerica I didn't today... Must mean I n...   \n",
       "3  @VirginAmerica it's really aggressive to blast...   \n",
       "4  @VirginAmerica and it's a really big bad thing...   \n",
       "\n",
       "                                    clean_tweet_stem  tweet_length_stem  \\\n",
       "0                        virginamerica dhepburn said                  3   \n",
       "1         virginamerica plu ad commerci experi tacki                  6   \n",
       "2  virginamerica today must mean need take anoth ...                  8   \n",
       "3  virginamerica realli aggress blast obnoxi ente...                 11   \n",
       "4                 virginamerica realli big bad thing                  5   \n",
       "\n",
       "                                    clean_tweet_lema  tweet_length_lema  \n",
       "0                        virginamerica dhepburn said                  3  \n",
       "1  virginamerica plus added commercial experience...                  6  \n",
       "2  virginamerica today must mean need take anothe...                  8  \n",
       "3  virginamerica really aggressive blast obnoxiou...                 11  \n",
       "4                 virginamerica really big bad thing                  5  "
      ]
     },
     "execution_count": 35,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "tweet_df.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 4. Data Preparation \n",
    "\n",
    "Let's now prepare the data and build the model."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {
    "_cell_guid": "964886df-3b7b-4426-48bc-5e3995c72042"
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>airline_sentiment</th>\n",
       "      <th>airline</th>\n",
       "      <th>text</th>\n",
       "      <th>clean_tweet_stem</th>\n",
       "      <th>tweet_length_stem</th>\n",
       "      <th>sentiment</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>neutral</td>\n",
       "      <td>Virgin America</td>\n",
       "      <td>@VirginAmerica What @dhepburn said.</td>\n",
       "      <td>virginamerica dhepburn said</td>\n",
       "      <td>3</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>positive</td>\n",
       "      <td>Virgin America</td>\n",
       "      <td>@VirginAmerica plus you've added commercials t...</td>\n",
       "      <td>virginamerica plu ad commerci experi tacki</td>\n",
       "      <td>6</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>neutral</td>\n",
       "      <td>Virgin America</td>\n",
       "      <td>@VirginAmerica I didn't today... Must mean I n...</td>\n",
       "      <td>virginamerica today must mean need take anoth ...</td>\n",
       "      <td>8</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>negative</td>\n",
       "      <td>Virgin America</td>\n",
       "      <td>@VirginAmerica it's really aggressive to blast...</td>\n",
       "      <td>virginamerica realli aggress blast obnoxi ente...</td>\n",
       "      <td>11</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>negative</td>\n",
       "      <td>Virgin America</td>\n",
       "      <td>@VirginAmerica and it's a really big bad thing...</td>\n",
       "      <td>virginamerica realli big bad thing</td>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  airline_sentiment         airline  \\\n",
       "0           neutral  Virgin America   \n",
       "1          positive  Virgin America   \n",
       "2           neutral  Virgin America   \n",
       "3          negative  Virgin America   \n",
       "4          negative  Virgin America   \n",
       "\n",
       "                                                text  \\\n",
       "0                @VirginAmerica What @dhepburn said.   \n",
       "1  @VirginAmerica plus you've added commercials t...   \n",
       "2  @VirginAmerica I didn't today... Must mean I n...   \n",
       "3  @VirginAmerica it's really aggressive to blast...   \n",
       "4  @VirginAmerica and it's a really big bad thing...   \n",
       "\n",
       "                                    clean_tweet_stem  tweet_length_stem  \\\n",
       "0                        virginamerica dhepburn said                  3   \n",
       "1         virginamerica plu ad commerci experi tacki                  6   \n",
       "2  virginamerica today must mean need take anoth ...                  8   \n",
       "3  virginamerica realli aggress blast obnoxi ente...                 11   \n",
       "4                 virginamerica realli big bad thing                  5   \n",
       "\n",
       "   sentiment  \n",
       "0          1  \n",
       "1          1  \n",
       "2          1  \n",
       "3          0  \n",
       "4          0  "
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Preparing the target variable\n",
    "\n",
    "tweet_df['sentiment']=tweet_df['airline_sentiment'].apply(lambda x: 0 if x=='negative' else 1)\n",
    "\n",
    "tweet_df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0    9178\n",
       "1    5462\n",
       "Name: sentiment, dtype: int64"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "tweet_df['sentiment'].value_counts()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [],
   "source": [
    "# splitting into test and train\n",
    "\n",
    "from sklearn.model_selection  import train_test_split\n",
    "\n",
    "train, test = train_test_split(tweet_df,test_size=0.2,random_state=42)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {
    "_cell_guid": "4813043f-73fb-3474-f7f6-18b45f3543fd"
   },
   "outputs": [],
   "source": [
    "train_clean_tweet=[]\n",
    "for tweet in train['clean_tweet_stem']:\n",
    "    train_clean_tweet.append(tweet)\n",
    "\n",
    "test_clean_tweet=[]\n",
    "for tweet in test['clean_tweet_stem']:\n",
    "    test_clean_tweet.append(tweet)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Text to numerical vector using Bag of Words**\n",
    "\n",
    "BAG OF WORDS:\n",
    "https://machinelearningmastery.com/gentle-introduction-bag-words-model/\n",
    "\n",
    "CODE EXAMPLE:\n",
    "https://machinelearningmastery.com/prepare-text-data-machine-learning-scikit-learn/"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {
    "_cell_guid": "3e2be258-a9a9-9415-3d51-58f32413247e"
   },
   "outputs": [],
   "source": [
    "from sklearn.feature_extraction.text import CountVectorizer\n",
    "\n",
    "vectorizer = CountVectorizer(ngram_range=(1,2))\n",
    "\n",
    "train_features = vectorizer.fit_transform(train_clean_tweet)\n",
    "\n",
    "test_features = vectorizer.transform(test_clean_tweet)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'unit': 68699,\n",
       " 'offer': 45795,\n",
       " 'us': 70254,\n",
       " 'room': 54872,\n",
       " 'peopl': 48225,\n",
       " 'fail': 22284,\n",
       " 'unit offer': 69347,\n",
       " 'offer us': 45868,\n",
       " 'us room': 70447,\n",
       " 'room peopl': 54896,\n",
       " 'peopl fail': 48260,\n",
       " 'jetblu': 34793,\n",
       " 'jfk': 35556,\n",
       " 'nyc': 45617,\n",
       " 'staff': 60915,\n",
       " 'amaz': 2609,\n",
       " 'lax': 37318,\n",
       " 'send': 56958,\n",
       " 'email': 20201,\n",
       " 'detail': 18065,\n",
       " 'disappoint': 18518,\n",
       " 'experi': 21846,\n",
       " 'jetbluecheep': 35513,\n",
       " 'jetblu jfk': 35123,\n",
       " 'jfk nyc': 35628,\n",
       " 'nyc staff': 45651,\n",
       " 'staff amaz': 60920,\n",
       " 'amaz lax': 2634,\n",
       " 'lax jetblu': 37358,\n",
       " 'jetblu send': 35332,\n",
       " 'send email': 56972,\n",
       " 'email detail': 20238,\n",
       " 'detail disappoint': 18073,\n",
       " 'disappoint experi': 18537,\n",
       " 'experi jetbluecheep': 21888,\n",
       " 'well': 73874,\n",
       " 'last': 37174,\n",
       " 'updat': 69961,\n",
       " 'right': 54553,\n",
       " 'direct': 18434,\n",
       " 'least': 37522,\n",
       " 'keep': 36101,\n",
       " 'finger': 23339,\n",
       " 'cross': 15700,\n",
       " 'jetblu well': 35472,\n",
       " 'well last': 73920,\n",
       " 'last updat': 37236,\n",
       " 'updat right': 70011,\n",
       " 'right direct': 54585,\n",
       " 'direct least': 18449,\n",
       " 'least keep': 37557,\n",
       " 'keep finger': 36130,\n",
       " 'finger cross': 23340,\n",
       " 'americanair': 2728,\n",
       " 'flight': 23976,\n",
       " 'still': 61436,\n",
       " 'sit': 58526,\n",
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       " 'wait get': 72674,\n",
       " 'get gate': 27514,\n",
       " 'gate philadelphia': 27110,\n",
       " 'philadelphia ice': 48597,\n",
       " 'ice cake': 32968,\n",
       " 'cake miser': 9710,\n",
       " 'miser flight': 42580,\n",
       " 'flight experi': 24271,\n",
       " 'unaccept': 68377,\n",
       " 'mention': 41598,\n",
       " 'air': 1401,\n",
       " 'usairway unaccept': 71296,\n",
       " 'unaccept go': 68393,\n",
       " 'go day': 28231,\n",
       " 'day day': 16518,\n",
       " 'day sit': 16646,\n",
       " 'sit plane': 58598,\n",
       " 'plane mention': 49589,\n",
       " 'mention air': 41601,\n",
       " 'carri': 10421,\n",
       " 'overhead': 47236,\n",
       " 'bag': 6587,\n",
       " 'space': 60513,\n",
       " 'customerexperi': 16107,\n",
       " 'unit board': 68803,\n",
       " 'board ua': 8428,\n",
       " 'ua refus': 68200,\n",
       " 'refus carri': 53236,\n",
       " 'carri overhead': 10445,\n",
       " 'overhead bag': 47237,\n",
       " 'bag space': 6858,\n",
       " 'space plane': 60531,\n",
       " 'plane load': 49572,\n",
       " 'load space': 39016,\n",
       " 'space fail': 60521,\n",
       " 'fail customerexperi': 22294,\n",
       " 'unbeliev': 68443,\n",
       " 'bad': 6477,\n",
       " 'abysm': 363,\n",
       " 'phone': 48770,\n",
       " 'tonight': 66406,\n",
       " 'hung': 32715,\n",
       " 'yr': 76346,\n",
       " 'ppl': 50591,\n",
       " 'unit custom': 68907,\n",
       " 'servic unbeliev': 57591,\n",
       " 'unbeliev bad': 68444,\n",
       " 'bad abysm': 6479,\n",
       " 'abysm phone': 366,\n",
       " 'phone well': 48935,\n",
       " 'well hr': 73917,\n",
       " 'hr tonight': 32564,\n",
       " 'tonight hung': 66452,\n",
       " 'hung yr': 32763,\n",
       " 'yr ppl': 76362,\n",
       " 'unit past': 69375,\n",
       " 'lopezlaymari': 39422,\n",
       " 'patron': 48004,\n",
       " 'legitim': 37848,\n",
       " 'issu': 34301,\n",
       " 'jetblu lopezlaymari': 35161,\n",
       " 'lopezlaymari patron': 39423,\n",
       " 'patron respons': 48006,\n",
       " 'respons legitim': 54175,\n",
       " 'legitim issu': 37849,\n",
       " 'thank': 64062,\n",
       " 'lost': 39472,\n",
       " 'item': 34473,\n",
       " 'locat': 39048,\n",
       " 'ord': 46863,\n",
       " 'return': 54329,\n",
       " 'americanair thank': 3417,\n",
       " 'thank lost': 64277,\n",
       " 'lost item': 39509,\n",
       " 'item locat': 34485,\n",
       " 'locat ord': 39069,\n",
       " 'ord return': 46921,\n",
       " 'happen': 30018,\n",
       " 'msp': 43355,\n",
       " 'yesterday': 76090,\n",
       " 'unhappi': 68661,\n",
       " 'sat': 55722,\n",
       " 'deliveri': 17478,\n",
       " 'unit sure': 69598,\n",
       " 'sure happen': 62601,\n",
       " 'happen msp': 30064,\n",
       " 'msp yesterday': 43364,\n",
       " 'yesterday unhappi': 76147,\n",
       " 'unhappi bag': 68662,\n",
       " 'bag delay': 6657,\n",
       " 'delay sat': 17343,\n",
       " 'sat msp': 55743,\n",
       " 'msp hr': 43360,\n",
       " 'hr deliveri': 32466,\n",
       " 'big': 7864,\n",
       " 'curbsid': 15843,\n",
       " 'pittsburgh': 49264,\n",
       " 'charg': 11152,\n",
       " 'dollar': 19037,\n",
       " 'usairway big': 70662,\n",
       " 'big fail': 7870,\n",
       " 'fail curbsid': 22292,\n",
       " 'curbsid baggag': 15844,\n",
       " 'baggag pittsburgh': 6987,\n",
       " 'pittsburgh charg': 49265,\n",
       " 'charg dollar': 11171,\n",
       " 'dollar bag': 19039,\n",
       " 'businessfirst': 9494,\n",
       " 'prioriti': 50997,\n",
       " 'tag': 63102,\n",
       " 'onto': 46618,\n",
       " 'ewr': 21508,\n",
       " 'despit': 17954,\n",
       " 'layov': 37410,\n",
       " 'nice': 44670,\n",
       " 'job': 35748,\n",
       " 'unit thank': 69619,\n",
       " 'thank get': 64200,\n",
       " 'get businessfirst': 27384,\n",
       " 'businessfirst prioriti': 9495,\n",
       " 'prioriti tag': 51018,\n",
       " 'tag bag': 63103,\n",
       " 'bag onto': 6794,\n",
       " 'onto connect': 46621,\n",
       " 'connect flight': 14430,\n",
       " 'flight ewr': 24266,\n",
       " 'ewr despit': 21521,\n",
       " 'despit hour': 17965,\n",
       " 'hour layov': 32170,\n",
       " 'layov nice': 37430,\n",
       " 'nice job': 44701,\n",
       " 'prepar': 50788,\n",
       " 'claim': 11959,\n",
       " 'mani': 40783,\n",
       " 'valuabl': 71754,\n",
       " 'hand': 29869,\n",
       " 'americanair prepar': 3269,\n",
       " 'prepar claim': 50791,\n",
       " 'claim bag': 11965,\n",
       " 'bag lost': 6766,\n",
       " 'lost mani': 39518,\n",
       " 'mani valuabl': 40833,\n",
       " 'valuabl carri': 71755,\n",
       " 'carri hand': 10438,\n",
       " 'hand us': 29889,\n",
       " 'us aa': 70255,\n",
       " 'larg': 37143,\n",
       " 'famili': 22429,\n",
       " 'bird': 7945,\n",
       " 'insid': 33874,\n",
       " 'fed': 22791,\n",
       " 'purpos': 51687,\n",
       " 'jetblu larg': 35140,\n",
       " 'larg famili': 37146,\n",
       " 'famili bird': 22438,\n",
       " 'bird insid': 7951,\n",
       " 'insid fed': 33876,\n",
       " 'fed purpos': 22794,\n",
       " 'karajusto': 36039,\n",
       " 'ok': 46027,\n",
       " 'southwestair karajusto': 60085,\n",
       " 'karajusto ok': 36040,\n",
       " 'ok thank': 46077,\n",
       " 'cours': 15244,\n",
       " 'helpless': 30940,\n",
       " 'everyon': 21394,\n",
       " 'els': 20157,\n",
       " 'unit cours': 68897,\n",
       " 'cours helpless': 15249,\n",
       " 'helpless everyon': 30941,\n",
       " 'everyon els': 21404,\n",
       " 'number': 45414,\n",
       " 'usairway direct': 70766,\n",
       " 'direct number': 18453,\n",
       " 'number dividend': 45442,\n",
       " 'account info': 500,\n",
       " 'info everi': 33698,\n",
       " 'everi time': 21379,\n",
       " 'time tri': 65657,\n",
       " 'get actual': 27326,\n",
       " 'actual hung': 644,\n",
       " 'cup': 15829,\n",
       " 'coffe': 13498,\n",
       " 'relax': 53385,\n",
       " 'check': 11352,\n",
       " 'new': 44377,\n",
       " 'deal': 16863,\n",
       " 'promot': 51400,\n",
       " 'avon': 5960,\n",
       " 'twice': 67884,\n",
       " 'month': 43048,\n",
       " 'doug': 19240,\n",
       " 'dcoadavon': 16830,\n",
       " 'southwestair cup': 59888,\n",
       " 'cup coffe': 15831,\n",
       " 'coffe relax': 13509,\n",
       " 'relax check': 53386,\n",
       " 'check new': 11463,\n",
       " 'new deal': 44399,\n",
       " 'deal promot': 16905,\n",
       " 'promot avon': 51403,\n",
       " 'avon twice': 5961,\n",
       " 'twice month': 67909,\n",
       " 'month doug': 43057,\n",
       " 'doug dcoadavon': 19241,\n",
       " 'full': 26669,\n",
       " 'usairway flight': 70837,\n",
       " 'flight full': 24326,\n",
       " 'proof': 51427,\n",
       " 'situat': 58683,\n",
       " 'compani': 13857,\n",
       " 'mistak': 42752,\n",
       " 'unit proof': 69420,\n",
       " 'proof situat': 51431,\n",
       " 'situat due': 58688,\n",
       " 'due compani': 19554,\n",
       " 'compani mistak': 13891,\n",
       " 'uh': 68290,\n",
       " 'oh': 45943,\n",
       " 'come': 13627,\n",
       " 'usairway us': 71307,\n",
       " 'us uh': 70499,\n",
       " 'uh oh': 68293,\n",
       " 'oh gate': 45954,\n",
       " 'gate truck': 27164,\n",
       " 'truck come': 67512,\n",
       " 'come us': 13716,\n",
       " 'photo': 48946,\n",
       " 'vmquurzupw': 72364,\n",
       " 'americanair photo': 3245,\n",
       " 'photo http': 48950,\n",
       " 'co vmquurzupw': 13294,\n",
       " 'book': 8504,\n",
       " 'told': 66125,\n",
       " 'confirm': 14289,\n",
       " 'link': 38692,\n",
       " 'make': 40475,\n",
       " 'rez': 54441,\n",
       " 'unit book': 68807,\n",
       " 'book time': 8607,\n",
       " 'time call': 65385,\n",
       " 'call told': 9950,\n",
       " 'told confirm': 66149,\n",
       " 'confirm link': 14322,\n",
       " 'link even': 38707,\n",
       " 'even make': 21143,\n",
       " 'make chang': 40506,\n",
       " 'chang rez': 11069,\n",
       " 'abl': 230,\n",
       " 'interim': 34066,\n",
       " 'expens': 21828,\n",
       " 'cost': 14941,\n",
       " 'stuff': 62100,\n",
       " 'thank abl': 64064,\n",
       " 'abl claim': 240,\n",
       " 'claim interim': 11984,\n",
       " 'interim expens': 34067,\n",
       " 'expens cost': 21832,\n",
       " 'cost stuff': 14982,\n",
       " 'pay': 48031,\n",
       " 'cab': 9639,\n",
       " 'ride': 54492,\n",
       " 'employe': 20399,\n",
       " 'usairway ye': 71349,\n",
       " 'ye go': 75846,\n",
       " 'go pick': 28343,\n",
       " 'pick pay': 49054,\n",
       " 'pay cab': 48045,\n",
       " 'cab ride': 9645,\n",
       " 'ride rude': 54505,\n",
       " 'rude employe': 55128,\n",
       " 'employe poor': 20449,\n",
       " 'move': 43226,\n",
       " 'unit move': 69310,\n",
       " 'move americanair': 43228,\n",
       " 'americanair unit': 3465,\n",
       " 'unit talk': 69607,\n",
       " 'talk servic': 63397,\n",
       " 'guy': 29544,\n",
       " 'complet': 14074,\n",
       " 'ass': 5318,\n",
       " 'unit guy': 69111,\n",
       " 'guy complet': 29570,\n",
       " 'complet ass': 14078,\n",
       " 'noooo': 45078,\n",
       " 'rt': 55066,\n",
       " 'fleet': 23625,\n",
       " 'fleek': 23620,\n",
       " 'lsxji': 39908,\n",
       " 'ouvr': 47199,\n",
       " 'noooo pleas': 45079,\n",
       " 'pleas rt': 49922,\n",
       " 'rt jetblu': 55074,\n",
       " 'jetblu fleet': 35017,\n",
       " 'fleet fleek': 23626,\n",
       " 'fleek http': 23624,\n",
       " 'co lsxji': 12925,\n",
       " 'lsxji ouvr': 39909,\n",
       " 'thx': 65045,\n",
       " 'americanair thx': 3423,\n",
       " 'thx sent': 65075,\n",
       " 'sent dm': 57077,\n",
       " 'fortun': 25975,\n",
       " 'like': 38285,\n",
       " 'lynn': 40203,\n",
       " 'deede': 17005,\n",
       " 'simpli': 58345,\n",
       " 'usairway fortun': 70847,\n",
       " 'fortun staff': 25978,\n",
       " 'staff like': 60971,\n",
       " 'like lynn': 38420,\n",
       " 'lynn deede': 40204,\n",
       " 'deede actual': 17006,\n",
       " 'actual understand': 676,\n",
       " 'understand custom': 68520,\n",
       " 'servic simpli': 57541,\n",
       " 'simpli nice': 58353,\n",
       " 'insult': 33996,\n",
       " 'disrespect': 18752,\n",
       " 'met': 41752,\n",
       " 'incompet': 33464,\n",
       " 'voucher': 72428,\n",
       " 'domest': 19053,\n",
       " 'round': 54924,\n",
       " 'unit insult': 69172,\n",
       " 'insult disrespect': 33998,\n",
       " 'disrespect met': 18756,\n",
       " 'met incompet': 41758,\n",
       " 'incompet everi': 33469,\n",
       " 'everi turn': 21382,\n",
       " 'turn voucher': 67744,\n",
       " 'voucher domest': 72443,\n",
       " 'domest round': 19063,\n",
       " 'round trip': 54931,\n",
       " 'seem': 56800,\n",
       " ...}"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "vectorizer.vocabulary_"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Total unique words: 76589\n",
      "Type of train_features: <class 'scipy.sparse.csr.csr_matrix'>\n",
      "Shape of input data (11712, 76589)\n"
     ]
    }
   ],
   "source": [
    "print(\"Total unique words:\", len(vectorizer.vocabulary_))\n",
    "\n",
    "print(\"Type of train_features:\", type(train_features))\n",
    "\n",
    "print(\"Shape of input data\", train_features.shape)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 5. Model Building and Evaluation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "_cell_guid": "5752b349-7f4f-aa5e-9a07-c577e475d3a4"
   },
   "outputs": [],
   "source": [
    "from sklearn.linear_model import LogisticRegression\n",
    "from sklearn.tree import DecisionTreeClassifier\n",
    "from sklearn.ensemble import RandomForestClassifier\n",
    "\n",
    "from sklearn.metrics import accuracy_score"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {
    "_cell_guid": "9c491112-34ec-e23f-8301-bf5491ef7416"
   },
   "outputs": [],
   "source": [
    "Classifiers = [\n",
    "    LogisticRegression(),\n",
    "    DecisionTreeClassifier(),\n",
    "    RandomForestClassifier(n_estimators=200)\n",
    "]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {
    "_cell_guid": "3537c590-cc9c-48bf-8a4e-7f0406a564ff",
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Accuracy of LogisticRegression is 0.8384562841530054\n",
      "Accuracy of DecisionTreeClassifier is 0.7735655737704918\n",
      "Accuracy of RandomForestClassifier is 0.8189890710382514\n"
     ]
    }
   ],
   "source": [
    "for classifier in Classifiers:\n",
    "    model = classifier.fit(train_features,train['sentiment'])\n",
    "    pred = model.predict(test_features)\n",
    "    accuracy = accuracy_score(pred,test['sentiment'])\n",
    "    print('Accuracy of '+classifier.__class__.__name__+' is '+str(accuracy))    "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Saving the Model and Vectorizer in Pickle"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "LogisticRegression()"
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "model = LogisticRegression()\n",
    "\n",
    "model.fit(train_features,train['sentiment'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [],
   "source": [
    "from pickle import dump\n",
    "\n",
    "dump(vectorizer, open('pickle/countvectorizer.pkl', 'wb'))\n",
    "\n",
    "dump(model, open('pickle/logit_model.pkl', 'wb'))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Prediction on Future Data Points"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [],
   "source": [
    "from pickle import load"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {},
   "outputs": [],
   "source": [
    "from sklearn.linear_model import LogisticRegression\n",
    "from sklearn.feature_extraction.text import CountVectorizer\n",
    "import re\n",
    "import nltk\n",
    "from nltk.tokenize import word_tokenize\n",
    "from nltk.corpus import stopwords\n",
    "from nltk.stem.porter import PorterStemmer\n",
    "from nltk.stem import WordNetLemmatizer"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {},
   "outputs": [],
   "source": [
    "def preprocess(raw_tweet):\n",
    "    # Removing special characters and digits\n",
    "    letters_only = re.sub(\"[^a-zA-Z]\", \" \",raw_tweet)\n",
    "    \n",
    "    # change sentence to lower case\n",
    "    letters_only = letters_only.lower()\n",
    "\n",
    "    # tokenize into words\n",
    "    words = letters_only.split()\n",
    "    \n",
    "    # remove stop words                \n",
    "    words = [w for w in words if not w in stopwords.words(\"english\")]\n",
    "    \n",
    "    # Stemming\n",
    "    stemmer = PorterStemmer()\n",
    "    words = [stemmer.stem(word) for word in words]\n",
    "    \n",
    "    clean_sent = \" \".join(words)\n",
    "    \n",
    "    return clean_sent"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {},
   "outputs": [],
   "source": [
    "def predict(tweet):\n",
    "    \n",
    "    # Loading pretrained CountVectorizer from pickle file\n",
    "    vectorizer = load(open('pickle/countvectorizer.pkl', 'rb'))\n",
    "    \n",
    "    # Loading pretrained logistic classifier from pickle file\n",
    "    classifier = load(open('pickle/logit_model.pkl', 'rb'))\n",
    "    \n",
    "    # Preprocessing the tweet\n",
    "    clean_tweet = preprocess(tweet)\n",
    "    \n",
    "    # Converting text to numerical vector\n",
    "    clean_tweet_encoded = vectorizer.transform([clean_tweet])\n",
    "    \n",
    "    # Prediction\n",
    "    prediction = classifier.predict(clean_tweet_encoded)\n",
    "    \n",
    "    return prediction"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Enter a tweet to check its sentiment: @virginamerica worst experience\n",
      "[0]\n"
     ]
    }
   ],
   "source": [
    "tweet = input(\"Enter a tweet to check its sentiment: \")\n",
    "\n",
    "prediction = predict(tweet)\n",
    "\n",
    "print(prediction)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Negative Sentiment\n"
     ]
    }
   ],
   "source": [
    "if(prediction == 0):\n",
    "    print(\"Negative Sentiment\")\n",
    "else:\n",
    "    print(\"Positive Sentiment\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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